Mechanism for reducing remote memory accesses to shared data in a multi-nodal computer system
Summary by NHIP
Thread grouping for memory affinity
The apparatus groups threads from different jobs into affinity groups linked to specific processor subsets. A grouping mechanism associates threads with a first processor subset independently of their original job assignments.
Claim Score by NHIP
Abstract
Disclosed is an apparatus, method, and program product for identifying and grouping threads that have interdependent data access needs. The preferred embodiment of the present invention utilizes two different constructs to accomplish this grouping. A Memory Affinity Group (MAG) is disclosed. The MAG construct enables multiple threads to be associated with the same node without any foreknowledge of which threads will be involved in the association, and without any control over the particular node with which they are associated. A Logical Node construct is also disclosed. The Logical Node construct enables multiple threads to be associated with the same specified node without any foreknowledge of which threads will be involved in the association. While logical nodes do not explicitly identify the underlying physical nodes comprising the system, they provide a means of associating particular threads with the same node and other threads with other node(s).

Term
Projected expiry 2 July 2028.
- Priority and filed
- Granted
- Today
- Projected expiry
12 claims: 3 independent, 9 dependent
- 1A computer apparatus, said computer apparatus comprising, a plurality of processors, including a first processor subset of said plurality of processors, said first processor subset containing at least one processor, said first processor subset having a first memory associated therewith, and a second processor subset of said plurality of processors, said second processor subset containing at least one processor, said second processor subset having a second memory associated therewith, said first and second processor subsets being disjoint;an operating system mechanism which supports concurrent execution of a plurality of jobs, a first job of said plurality of jobs having at least one respective thread, a second job of said plurality of jobs having plurality respective threads;a grouping mechanism that groups said at least one respective thread of said first job and at least one thread of said plurality respective threads of said second job thread into a respective first group of a plurality of groups, said at least one respective thread of said first job and said at least one thread of plurality respective threads of said second job being grouped independently of their association with said first job and said second job, each said first group having an affinity with a respective said first processor subset and said first group being used to provide said first processor subset affinity for said at least one respective thread of said first job and said at least one thread of plurality respective threads of said second job contained therein, wherein said first group of said plurality of groups contains said at least one respective thread of said first job and said at least one thread of plurality respective threads of said second job, and said first group contains fewer than all said threads of said first job and said second job;and an affinity changing mechanism which alters said first group from said first processor subset affinity to a respective altered processor subset, wherein said at least one respective thread of said first job and said at least one thread of plurality respective threads of said second job of said first group are preferentially dispatched to processors of said first processor subset affinity before said altering said first groups is performed, and said at least one respective thread of said first job and said at least one thread of plurality respective threads of said second job of said first group are preferentially dispatched to processors of said respective altered processor subset after altering said first groups is performed.
- 5A program product, said program product comprising, recordable-type-media;and said program product disposed on said recordable-type-media, said program product comprising a grouping mechanism that groups threads executable on a multiprocessor computer system containing a plurality of processors including a plurality of subsets of said plurality of processors, each said processor subset containing a respective at least one processor, each said processor subset having a respective memory associated therewith, said processor subsets being disjoint, said multiprocessor computer system supporting concurrent execution of a plurality of jobs, a first job of said plurality of jobs having at least one respective thread, a second job of said plurality of jobs having plurality respective threads;wherein said grouping mechanism groups said at least one respective thread of said first job and at least one thread of said plurality respective threads of said second job thread into a first group of a plurality of groups, said at least one respective thread of said first job and said at least one thread of said plurality respective threads of said second job being grouped independently of any association with said first job and said second job, each said first group of a plurality of groups having an affinity with a respective said processor subset and said first group being used to provide said processor subset affinity for said at least one respective thread of said first job and said at least one thread of said plurality respective threads of second job contained therein, wherein said first group of said plurality of groups contains said at least one respective thread of said first job and said at least one thread of said plurality respective threads of said second job, and said first group contains fewer than all said threads of said first job and said second job;and said program product further comprising an affinity changing mechanism which alters said first groups from said processor subset affinity to a respective altered processor subset, wherein said at least one respective thread of said first job and said at least thread of said plurality respective threads of said second job of said first group are preferentially dispatched to processors of said processor subset affinity before said altering said first group, and said at least one respective thread of said first job and said at least one thread of said plurality respective threads of said second job of said first group are preferentially dispatched to processors of said respective altered processor subset after altering said first group is performed.
- 9Broadest claimClaim Score 33, narrow(NHIP)A computer-implemented method, said method comprising the steps of:creating a first thread, said first thread being capable of executing on any of a plurality of processors of a computer system, said plurality of processors including a plurality of processor subsets of said plurality of processors, each said processor subset containing a respective at least one processor, each said processor subset having a respective memory of said computer system associated therewith, said processor subsets being disjoint, said computer system supporting concurrent execution of a plurality of jobs, said first thread being associated with a first job of said plurality of jobs;creating a second thread, said second thread being capable of executing on any of said plurality of processors, said second thread being associated with said first job;creating a third thread, said third thread being capable of executing on any of said plurality of processors, said third thread being associated with said first job;creating a fourth thread, said fourth thread being capable of executing on any of said plurality of processors, said fourth thread being associated with a second job of said plurality of jobs;grouping said first thread, said second thread and said fourth thread, but not said third thread, such that they are contained in a group, said group having an affinity with a first processor subset of said plurality of processor subsets and said group being used to provide said processor subset affinity for said first thread, said second thread and said fourth thread contained therein, and contains fewer than all said threads of said first job and said second job;and altering of said group from a said first processor subset affinity to a second processor subset, wherein said first thread, said second thread and said fourth thread of said group are preferentially dispatched to said processors of said first processor subset affinity before said step of altering said group is performed, and said first thread, said second thread and said fourth thread of said group are preferentially dispatched to processors of said second processor subset after said step of altering said group is performed.
Independent claims3
116 paragraphs in 5 sections, as filed
FIELD OF THE INVENTION
The present invention relates to job/thread handling within an operating system, and in particular, to how jobs and threads can be organized to best utilize memory resources when accessing shared data.
BACKGROUND OF THE INVENTION
Computer systems are widely used to store and manipulate data. Data is stored in computer system memory and manipulated by computer system programs executing on the computer system's processor. As is well known, a processor is often thought of as the “brains” of the computer system because it is the component within the computer system that executes the computer system's programs, allowing the computer system to do real work. Memory is used to hold computer programs while they are being executed, and to hold data while it is being accessed by the processor executing the computer programs.
To be competitive, the designers of computer systems are continually striving to make computer systems more powerful, while maintaining or reducing computer system size. A common approach is increasing a computer system's overall processing power by increasing the number of processors used. For manufacturing efficiency, processors and memory are often packaged together to form what are called nodes, and computer systems are comprised of one or more such nodes. Within these multi-nodal computer systems, any processor can access memory on any node, but a processor can generally access memory on its own node (a local access) more efficiently than it can access memory on any other node (a remote access).
Computer programs contain a series of instructions that are carried out by the computer system's one or more processors. By carrying out these instructions, processors are said to execute the computer programs. An operating system (the programs that are primarily responsible for operating the computer system for the benefit of other programs) controls the execution of these programs through the use of a job (sometimes called a task or a process). Most processors can only execute one instruction stream at a time, but because they operate so fast, they appear to run many jobs and serve many users simultaneously. The computer operating system gives each job a “turn” at running, and then requires the job to wait while another job gets a turn. In situations where a job needs to wait for something to happen before proceeding (e.g., accessing secondary storage), or where multiple processors are available, a job can create a thread (sometimes called a sub-process or sub-task) to continue or expedite processing asynchronously. A job which has not created any threads can itself be regarded as having a single thread. Thus, jobs can be said to be made up of one or more threads.
From a nodal perspective, the operating system can assign threads to execute in any number of ways. For example, the threads of one job may be selected for execution on a given node while the threads of another job may be selected for execution on a different node. Similarly, threads from the same job may execute on different nodes, and threads that are selected to execute on a given node may also be selected to execute on one or more other nodes before terminating. While this flexibility is beneficial in some respects, it is problematic from a data access perspective. As described above, nodes are comprised of processors and memory, and a processor can access memory on its own node more efficiently than on another node. Thus, in order to execute efficiently, the operating system must assure that each thread accesses its data in memory on the same node on which it is executing.
One way in which operating systems have solved this problem is by associating each thread with a node for which it has a preference both to execute and to access data. Then, when it is time to execute a given thread, the operating system selects a processor on its preferred node whenever possible. Similarly, when data needs to be brought into memory on behalf of the thread, memory on its preferred node is selected whenever possible. This approach is generally helpful in minimizing remote memory accesses, provided that the work done by the executing threads is balanced across the computer system's nodes.
Computer systems with one or more nodes can also be partitioned into two or more logically separate systems. A logical partition may be assigned processors and memory without regard to the node(s) to which they belong. Furthermore, processors and/or memory may be dynamically added to or removed from the partition and/or the computer system due to configuration changes or capacity upgrades or downgrades. The efficiency issues pertaining to local versus remote memory accesses within the computer system also apply within each logical partition. Throughout this description, the term system is used to refer either to an entire non-partitioned computer system, or to a logical partition of a computer system.
While the prior art of associating threads with a preferred node is helpful in minimizing remote memory accesses, it does not address the frequent problem of memory accesses to shared data. A shared data access is one in which different threads, from the same or different jobs, need access to the same information. The data will be in memory on some node (usually the node associated with the thread which first referenced it), but unless all threads referencing it are associated with the same node, those associated with other nodes will access it less efficiently. Shared data access is quite common, making it easy to see how inefficient multi-nodal memory access to shared data is a significant problem.
Without a mechanism for minimizing remote memory accesses to shared data, computer system performance will continue to fall short of the potential promise offered by multi-nodal systems.
SUMMARY OF THE INVENTION
The present invention involves an apparatus, method, and program product for identifying and grouping threads that have interdependent data access needs.
The preferred embodiment of the present invention utilizes two different constructs to accomplish this grouping. The first is a Memory Affinity Group, which enables multiple threads to be associated with the same node without any foreknowledge of which threads will be involved in the association, and without any control over the particular node with which they are associated. The second is a Logical Node, which enables multiple threads to be associated with the same specified node without any foreknowledge of which threads will be involved in the association. While logical nodes do not explicitly identify the underlying physical nodes comprising the system, they provide a means of associating particular threads with the same node and other threads with other node(s).
BRIEF DESCRIPTION OF THE DRAWINGS
<figref idrefs="DRAWINGS">FIG. 1A</figref> is a block diagram showing a computing environment that is capable of supporting the preferred embodiment of the present invention.
<figref idrefs="DRAWINGS">FIG. 1B</figref> is a block diagram showing an alternate computing environment that is capable of supporting the preferred embodiment of the present invention.
<figref idrefs="DRAWINGS">FIG. 2</figref> is a block diagram showing an expanded view of the Kernel Services of the preferred embodiment of the present invention.
<figref idrefs="DRAWINGS">FIGS. 3A and 3B</figref> are flow diagrams showing the steps used to carry out highlighted processing of the Thread Creation Mechanism of the preferred embodiment.
<figref idrefs="DRAWINGS">FIG. 4</figref> is a flow diagram showing highlighted steps within the Thread Creation Mechanism of the preferred embodiment to disassociate threads from affinity groups.
<figref idrefs="DRAWINGS">FIG. 5</figref> is a flow diagram showing highlighted steps within the Thread Creation Mechanism of the preferred embodiment to make memory affinity group information available to other system components.
<figref idrefs="DRAWINGS">FIG. 6</figref> is a flow diagram showing highlighted steps within the Initial Program Load (IPL) sequence to initialize the various weights used in the preferred embodiment to achieve Kernel Component Balancing Notification (KCBN).
<figref idrefs="DRAWINGS">FIGS. 7-11</figref>, <b>14</b>, and <b>15</b> are flow diagrams showing highlighted steps used within the preferred embodiment to adjust the various KCBN weights in response to configuration changes within the system.
<figref idrefs="DRAWINGS">FIGS. 11-14</figref> and <b>16</b>-<b>25</b> are flow diagrams showing highlighted steps used in the Watch Dog Handler and Node Balancer of the preferred embodiment to perform Work Redistribution.
<figref idrefs="DRAWINGS">FIGS. 26-28</figref> are flow diagrams showing highlighted steps that relate to how the Thread Creation Mechanism of the preferred embodiment performs Home Node Assignment.
<figref idrefs="DRAWINGS">FIGS. 29A through 31</figref> show the data structures used in the preferred embodiment of the present invention.
DESCRIPTION OF THE PREFERRED EMBODIMENT
Turning now to the drawings, <figref idrefs="DRAWINGS">FIG. 1A</figref> shows some of the operational components used in the computing apparatus of the preferred embodiment of the present invention. Computer apparatus <b>100</b> is an enhanced IBM iSeries computer system, although other computers could be used. Depicted components include processing nodes <b>130</b>, network interface <b>125</b>, user interface <b>150</b>, and mass storage <b>155</b>. Computer apparatus <b>100</b> of the preferred embodiment includes four processing nodes, although more or fewer nodes could be used. Network interface <b>125</b> is used to communicate with other computer systems. User interface <b>150</b> is used to accept commands and relay information to the one or more users of computer system <b>100</b>.
An exploded view of one of Nodes <b>130</b> is also shown (i.e., Node <b>131</b>). Node <b>131</b> contains Processor(s) <b>132</b> and Memory <b>134</b>. In the preferred embodiment, each node can include up to eight Processors <b>132</b>, although other configurations that include more or fewer processors are possible. Processors <b>132</b> are used to execute threads that are stored in memory <b>134</b>, although it should be understood that at certain times these threads may partially or completely reside in mass storage <b>155</b>. A processor can access memory on any node, though it can access memory on its own node more efficiently.
<figref idrefs="DRAWINGS">FIG. 1B</figref> shows a more detailed view of the computing environment of the preferred embodiment. As shown, the preferred embodiment is capable of operating on a logically partitioned computer system. In this situation, an instance of Kernel Services <b>137</b> is configured to reside in each partition (shown on <figref idrefs="DRAWINGS">FIG. 1B</figref> as Systems <b>1</b>-<b>3</b>). The mechanisms of the preferred embodiment view each partition as a complete system. Thus, the term system, when used by itself herein, should be interpreted to refer to either a non-partitioned computer apparatus or to a single, logical partition within a computer apparatus. A system may utilize less than all the nodes of an entire computer apparatus, as is the case with Systems <b>1</b> and <b>2</b>. It is also possible for one node to support more than one system, which is the case for nodes <b>1</b> and <b>2</b>. Many of the mechanisms of the preferred embodiment involve assigning and adjusting how work (threads) is distributed amongst the nodes of a system. Therefore, when the configuration of a system is changed, the mechanisms of the preferred embodiment determine whether work distribution adjustment is needed, and if so, perform those adjustments.
Each system is shown to include Threads <b>135</b> and Operating System <b>136</b>. Integrated into Operating System <b>136</b> is Kernel Services <b>137</b>. Kernel Services provide operating system level services to other operating system entities and to other programs. It should be noted, though, that while the preferred embodiment provides Kernel Service notification of rebalancing needs, the present invention is not limited to kernel or operating system level services, but is instead applicable to all services that are capable of taking advantage of rebalancing notification.
As a final preliminary matter, it should be understood that while the embodiments of the present invention are being described herein in the context of a computer apparatus, certain program mechanisms, such as Kernel Services <b>137</b>, are capable of being distributed in program product form. Of course, a program product can be distributed using different types of media, including, but not limited to: recordable-type media such as floppy disks and CD ROMs; and transmission-type media such as digital and analog communications links.
<figref idrefs="DRAWINGS">FIG. 2</figref> is an exploded view of some of the aspects of Kernel Services <b>137</b> of the preferred embodiment. As shown, Kernel Services <b>137</b> includes Thread Manager <b>200</b>, Node Manager <b>220</b>, and Configuration Manager <b>240</b>. Thread Manager <b>200</b> is further shown to include Thread Creation Mechanism (TCM) <b>205</b>, Thread Dispatch Mechanism (TDM) <b>215</b>, and Thread Memory Manager (TMM) <b>217</b>. TCM <b>205</b> is used in the preferred embodiment to create executable threads along with the necessary thread control structures. As part of the creation process a home node is also assigned to these executable threads by TCM <b>205</b>. Home node assignment is important because TDM <b>215</b> is biased to execute threads on their assigned home node when possible and TMM is biased to allocate memory from their Home Node when possible. The implications of this bias pertain to overall system utilization and to resource allocation. The Home Node assignment aspect of TCM <b>205</b> is described in the text accompanying <figref idrefs="DRAWINGS">FIGS. 26-28</figref>.
After threads have been created and assigned to a home node by TCM <b>205</b>, they are dispatched for execution by TDM <b>215</b>. Generally speaking, threads can be executed on any one of a number processors on the various nodes of the system. TCM <b>205</b> is the entity within the preferred embodiment that is responsible for grouping threads so as to best utilize available processor and memory resources. Additional details as to the function and inner workings of TCM <b>205</b> are provided in the forthcoming discussion of <figref idrefs="DRAWINGS">FIGS. 3A through 5</figref>.
Also shown on <figref idrefs="DRAWINGS">FIG. 2</figref> is Node Manager <b>220</b>. Node Manager <b>220</b>, which is itself comprised of three discrete entities, is used in the preferred embodiment to determine the relative work load of the various nodes in the system. Node Manager <b>220</b> is additionally used in the preferred embodiment to identify and correct workload imbalances within the system and to notify other kernel services of changes to nodal work load so that these services can themselves adjust accordingly. Imbalance identification and handling are described in the Work Redistribution section of this patent (<figref idrefs="DRAWINGS">FIGS. 11-14</figref> and <b>16</b>-<b>25</b>), whereas Kernel Component Balancing Notification is described in the text accompanying <figref idrefs="DRAWINGS">FIGS. 7-11</figref>, <b>14</b>, and <b>15</b>.
Shown within Node Manager <b>220</b> are Dispatch Handler <b>230</b>, WatchDog Handler (WDH) <b>225</b>, and Node Balancer <b>235</b>. These three entities operate within the system of the preferred embodiment as asynchronous threads. Those skilled in the art appreciate that the asynchronous nature of these threads implies the need for atomic data accesses. Thus while occasional reference to atomicity issues is made herein, this patent does not contain extensive treatment of underlying atomicity mechanisms, which as mentioned, are well-known to those skilled in the art. As its name suggests, Dispatch Handler <b>230</b> is responsible for handling dispatch requests from TDM <b>215</b>. Since threads are continually being dispatched, Dispatch Handler <b>230</b> runs quite frequently. In this context, one of its responsibilities is to accumulate processor execution cycle counts on a home node basis. (The exact means used by Dispatch Handler <b>230</b> to acquire this cycle information is not important to an understanding of the preferred embodiment, and thus, it is not described herein.) WDH <b>225</b>, which is scheduled to execute every second, harvests these accumulated cycles every seven seconds. This seven second interval is referred to herein as the Current Weight Interval. After harvesting the information, WDH <b>225</b> performs various calculations on the information that ultimately become Current Weights. (The use of Current Weights within the preferred embodiment is explained in forthcoming paragraphs.) At certain times WDH <b>225</b> is also responsible for notifying Node Balancer <b>235</b> each time a Current Weight Interval expires. Node Balancer <b>235</b> utilizes this notification to determine whether Kernel Component Balancing Notification is required.
Also shown on <figref idrefs="DRAWINGS">FIG. 2</figref> is Configuration Manager <b>240</b>. Configuration Manager <b>240</b> is the entity in the preferred embodiment that signals a configuration change to Node Balancer <b>235</b>. Node Balancer <b>235</b> then considers the configuration change and takes appropriate action relative to work distribution and kernel component balancing notification. Examples of configuration changes include increasing or reducing the number of processors or memory on the system.
Grouping Threads Based on Memory Affinity
The present invention provides the advantage of grouping two or more threads into a Memory Affinity Group (MAG) for the purposes of permitting local access to shared data for more than one thread. Performance gains attributable to local memory accesses are thereby achieved by allowing threads with interdependent data access needs to execute on the same node. In the preferred embodiment, threads are placed into MAGs individually or on a job basis. If placed into a MAG on a job basis, all of the threads of a given job are all placed in the same MAG. Those skilled in the art, though, appreciate that alternatives exist. For example, it would be possible to specify MAG participation at both levels with one specification overriding the other.
<figref idrefs="DRAWINGS">FIGS. 3A through 5</figref> are used herein to describe the memory affinity grouping aspects of the present invention. In the preferred embodiment, MAG determination and Logical Node assignment take place at the time an executing thread requests that another thread be created. <figref idrefs="DRAWINGS">FIG. 3A</figref> is used herein to describe that part of TCM <b>205</b> that is responsible for the direct interaction with the requesting thread. The results of this interaction ultimately lead to thread creation, which is described in the text associated with <figref idrefs="DRAWINGS">FIG. 3B</figref>. Turning first to <figref idrefs="DRAWINGS">FIG. 3A</figref>, block <b>300</b> shows the receipt of a request to create a thread. Next, in block <b>302</b>, TCM <b>205</b> determines whether the thread creation request specifies whether participation in a MAG is desired. In the preferred embodiment, the desire for MAG participation is specified within persistent Thread Creation Attributes (TCA) to which TCM <b>205</b> has access. If MAG participation is desired for this thread, TCM <b>205</b> next determines whether the TCA specifies a particular MAG [block <b>304</b>]. In the preferred embodiment this specification is done through the use of a MAG identifier (i.e., Group ID). If a Group ID is specified within the TCA, TCM <b>205</b> will honor the request and simply create a thread with the specified Group ID [block <b>308</b>]. If the TCA does not yet have a Group ID specified, it will be assigned the next available Group ID (and thereafter that is the group that will be used by the TCA) [block <b>306</b>].
If in block <b>302</b> TCM <b>205</b> determines that the participation in a MAG is not requested, TCM <b>205</b> will next determine whether a use of a “logical node” has been specified in the TCA [block <b>310</b>]. In the preferred embodiment, a logical node, which is different from a physical node, is used to allow requesting threads to specify that created threads be assigned the same or different Home Nodes. The physical node, which is the thread's actual Home Node, is hidden from the requesting thread. This approach has the advantage of permitting logical node specification for the requester while preserving the flexibility of honoring the requests using physical nodes with different identifiers. Thus, the specification of a logical node has the effect of specifying the Home Node for the thread.
If in block <b>310</b> use of a logical node has been specified, TCM <b>205</b> determines whether the TCA includes specification of a particular logical node [block <b>312</b>]. If not, TCM <b>205</b> assigns the next available Logical Node ID and stores it in the TCA [block <b>314</b>]. Ultimately, TCM <b>205</b> proceeds to create the thread [block <b>316</b>] using either the Logical Node ID specified in the TCA or the newly assigned Logical Node ID. Returning now to block <b>310</b>, if TCM <b>205</b> determines from examination of the TCA that use of a logical node is not specified, TCM <b>205</b> will determine in block <b>318</b> whether the TCA includes identification of a reference thread. A reference thread is one in which memory affinity is desired vis-à-vis the to-be-created thread. In the preferred embodiment specification of a reference thread is accomplished by including a Thread ID in the TCA. If a reference Thread ID has not been specified, TCM <b>205</b> creates a thread without a logical node or a MAG ID [block <b>320</b>]. This will have the effect of permitting TCM <b>205</b> to select the home node for the requested thread.
If a reference thread has been specified, TCM <b>205</b> will next determine whether the specified reference thread is already associated with a MAG [block <b>322</b>]. If so, TCM <b>205</b> will extract the reference thread's MAG ID [block <b>324</b>], and proceed to create the thread using the specified MAG ID [block <b>326</b>]. If in block <b>322</b> TCM <b>205</b> determines that the reference thread is not already associated with a MAG, TCM <b>205</b> determines whether the reference thread has a Logical Node assigned to it. If so, TCM <b>205</b> extracts the Logical Node of the reference thread [block <b>330</b>] and creates the thread using the specified Logical Node [block <b>332</b>]. If in block <b>328</b> TCM <b>205</b> determines that a Logical Node has not in fact been assigned to the reference thread, TCM <b>205</b> will assign the next available MAG ID [block <b>334</b>] and extract the Home Node from the reference thread [block <b>336</b>]. Once this is accomplished, a new MAG is created and added to the MAG list, the reference thread is also added to the MAG [block <b>338</b>]. TCM <b>205</b> then creates the thread using the specified MAG ID [block <b>340</b>].
<figref idrefs="DRAWINGS">FIG. 3B</figref> shows the steps used in TCM <b>205</b> of the preferred embodiment to actually carry out thread creation. There are three entry points to the logic of <figref idrefs="DRAWINGS">FIG. 3B</figref>. A thread can be created with a MAG ID as input [block <b>354</b>], with a Logical Node ID as input [block <b>352</b>], or without specification of a MAG ID or Logical Node ID [block <b>350</b>].
If TCM <b>205</b> enters the logic of <figref idrefs="DRAWINGS">FIG. 3B</figref> through block <b>350</b>, TCM <b>205</b> will proceed to determine the Home Node for the thread [block <b>356</b>]. As mentioned earlier, a thread's Home Node is the node on which the thread will be dispatched whenever possible and whose memory will be allocated on behalf of the thread where possible. In making the Home Node determination, the system takes several factors into account, including current and desired work load. Specifics as to Home Node determination are provided in the text associated with <figref idrefs="DRAWINGS">FIGS. 26-28</figref>. TCM <b>205</b> then proceeds to create the kernel thread structure for the thread [block <b>372</b>]. In the preferred embodiment, a kernel thread structure is used to represent a thread. Therefore, creating a kernel thread structure is synonymous with creating a thread. TCM <b>205</b> next determines whether the recently created thread is a member of a MAG. The working assumption in this part of the explanation is that the thread creation request did not include specification of a MAG or of a Logical Node ID (see the discussion of block <b>350</b> above). Thus, processing of decision blocks <b>380</b> and <b>384</b> results in a NO, which causes TCM <b>205</b> to terminate processing in block <b>388</b>. At this point the requested thread has been created and assigned to a Home Node.
If TCM <b>205</b> enters the logic of <figref idrefs="DRAWINGS">FIG. 3B</figref> through block <b>352</b>, TCM <b>205</b> proceeds to convert the specified logical node to a physical node, which is then the thread's Home Node. In the preferred embodiment, a deterministic algorithm is used to maintain a consistent correlation between a given logical node and a given physical node, and the mapping can be many-to-one. It should be noted, however, that other mapping approaches could be used. Processing of blocks <b>372</b>, and <b>380</b> is the same as has been described above. In this case, though, a Logical Node ID has been specified, which causes TCM <b>205</b> to mark the thread as not moveable [block <b>386</b>], meaning that its Home Node cannot be changed (See the Work Redistribution section below). This is done to honor the requesting thread's specification of a particular logical node.
If TCM <b>205</b> enters the logic of <figref idrefs="DRAWINGS">FIG. 3B</figref> through block <b>354</b>, TCM <b>205</b> will first attempt to find the MAG associated with the Group ID [block <b>360</b>]. In the preferred embodiment, each MAG is represented by a group object, and each group object contains the Group ID, the Home Node of the MAG, and a list of member threads. The objects are chained together to form a list of MAGs. TCM <b>205</b> determines whether a Group ID match is found by traversing the list of MAGs [block <b>362</b>]. If a match is found [block <b>362</b>], TCM <b>205</b> extracts the Home Node for the MAG from the group object [block <b>364</b>] prior to creating the kernel thread structure in block <b>372</b>.
Returning now to processing block <b>362</b>, if there is no match found in the list of MAGs, TCM <b>205</b> needs to determine a Home Node for the to-be-created thread and MAG. TCM <b>205</b> proceeds to determine the Home Node for this thread in block <b>370</b>. (As mentioned, Home Node determination is explained in more detail in text associated with <figref idrefs="DRAWINGS">FIGS. 26-28</figref>). Once the Home Node is determined, TCM <b>205</b> creates a new MAG (i.e., group object) and stores the Home Node and Group ID in the MAG [block <b>378</b>], an_adds the group object to the list [block <b>374</b>]. With the new MAG added to the list, the thread is then created (i.e., kernel thread structure) [block <b>372</b>].
As described above, once the kernel thread structure has been created, TCM <b>205</b> determines whether the just-created thread is a MAG member. Here, in this portion of the explanation, the thread is a member of the MAG. Thus, TCM <b>205</b> proceeds to add the thread to the MAG in block <b>382</b>. In the preferred embodiment, this is accomplished by adding the thread to the thread list for the MAG.
<figref idrefs="DRAWINGS">FIG. 4</figref> shows highlighted steps used in the preferred embodiment to handle MAG management upon thread termination. When a thread terminates in the preferred embodiment, it has the responsibility to remove itself from a MAG if it is a member of one. Thus, if in block <b>405</b> the terminating thread determines that it is not part of a MAG normal thread termination processing simply continues [block <b>417</b>]. If the thread determines that it is a member of a MAG in block <b>405</b>, the thread proceeds to remove itself from the MAG's thread list [block <b>410</b>]. If the terminating thread is not the last thread in the MAG [block <b>419</b>], termination processing again simply continues. However, the terminating thread is the last thread in the MAG [block <b>419</b>], the MAG is removed from the MAG list in block <b>421</b>. The MAG itself is then destroyed in block <b>423</b> before normal termination processing continues in block <b>417</b>.
Another aspect of MAG management is surfacing information about MAGs in an environment where MAG existence is fairly transient (i.e., an environment where MAGs come and go). <figref idrefs="DRAWINGS">FIG. 5</figref> shows the steps used in the preferred embodiment to accomplish this task. When an information request is received [block <b>500</b>], an attempt is first made to locate the MAG for which the information is sought [block <b>505</b>]. If the associated MAG is not found in the MAG list, the requester is notified in block <b>535</b>, and normal processing then continues in block <b>530</b>. If the MAG is found, the requested information is then provided in block <b>520</b>. Processing then continues [block <b>530</b>].
Kernel Component Balancing Notification
This section of this patent pertains to Kernel Component Balancing Notification. As described above, the mechanisms of the preferred embodiment operate to best balance the overall workload on the system. Associated with this balancing is the need to notify other kernel components (i.e., services) of changes to the distribution of work so that those components can take appropriate steps. To receive notification, a component must register with Node Balancer <b>235</b>. Node Balancer <b>235</b> has access to a Component Registry, which is shown in <figref idrefs="DRAWINGS">FIG. 31</figref>. The registry used in the preferred embodiment logically appears as a linked-list, with each element containing a Component Name, Component Method, and pointer to the next element in the registry. The Component Method is set up to be called by Node Balancer <b>235</b> at the time of notification. It should also be noted that while the preferred embodiment operates in terms of kernel services that number amongst operating system services, application of the present invention is not limited to kernel or operating system services, but is instead applicable to any type of component or service that could benefit from notification of changes to the distribution of work within the system.
System IPL
At the outset, it should be noted that while several preferred embodiment concepts are introduced here in the System IPL section, a full explanation of many of these concepts (i.e., Current Weight, Transition Weight, Weight Differential Threshold, and Initiation Weight) is not provided until the overall context is discussed. The Current Weight, Transition Weight, and Weight Differential concepts are discussed in the text associated with <figref idrefs="DRAWINGS">FIGS. 7-9</figref>, whereas the Initiation Weight concept is discussed in connection with the discussion of <figref idrefs="DRAWINGS">FIGS. 26-28</figref>. This approach is taken because better a better understanding can be achieved via the context provided in forthcoming paragraphs.
Referring now to <figref idrefs="DRAWINGS">FIG. 6</figref>, Node Balancer <b>235</b> is invoked every time a system is booted, which can occur at any time. Node Balancer <b>235</b> sets the Node Manager state (see <b>2902</b> of <figref idrefs="DRAWINGS">FIG. 29A</figref>) to “Current Weight” [block <b>605</b>] and initializes all of the storage areas to zero (see <b>2904</b>-<b>3100</b> of <figref idrefs="DRAWINGS">FIGS. 29A-31</figref>) [block <b>608</b>]. Node Balancer <b>235</b> proceeds to create a set of weights. These weights, which are created on a home node basis, are used in the preferred embodiment to manage the distribution of work on the system. The first weight that is created is the so called Target Weight. The Target Weight for each node represents the desired share of work for that given node. The objective of the mechanisms of the preferred embodiment is to distribute the work throughout the system in proportion to the various Target Weights. Block <b>610</b> of <figref idrefs="DRAWINGS">FIG. 6</figref> refers to <figref idrefs="DRAWINGS">FIG. 10A</figref>, which describes Target Weight calculation. <figref idrefs="DRAWINGS">FIG. 10A</figref> is explained in detail in the Configuration Change section of this patent.
After returning from the logic of <figref idrefs="DRAWINGS">FIG. 10A</figref>, Initiation and Current Weights <b>2930</b> and <b>2906</b> are set to the Target Weights [block <b>625</b>]. For each node, its Current and Transition Weights are set equal to the Target Weights in the current KCBN set (see <b>3015</b> of <figref idrefs="DRAWINGS">FIG. 30</figref>) [block <b>635</b>]. The interplay of Transition Weights, Current Weights, and Target Weights is explained in detail in the text associated with <figref idrefs="DRAWINGS">FIGS. 7-9</figref>. Initiation Weights pertain to Home Node assignment, which is described in the text accompanying <figref idrefs="DRAWINGS">FIG. 26-28</figref>. All of the above processing must occur before the rest of the IPL processing [block <b>640</b>], which would include the dispatching of threads and the enablement of Home Node movement by Operating System <b>136</b>. In addition it can include the nodal distribution of operating system/kernel resources based on Target Weights. IPL processing ends in block <b>645</b>.
Configuration Change
As will be described in more detail in subsequent paragraphs, Target Weights are driven by the processors and memory available to the system on a nodal basis. Target Weights are established for each system during the bring-up of that particular system. They do not change unless/until a configuration change occurs within the system. The reader is asked to assume here, then, that a configuration change has occurred. This change is represented by block <b>700</b> of <figref idrefs="DRAWINGS">FIG. 7</figref>. The specifics of the change are not important to an explanation of the preferred embodiment, but an example of such a change may be the reconfiguration of a system to utilize two processors of a node instead of three. When Node Balancer <b>235</b> receives notification of a configuration change [block <b>700</b>], Node Balancer <b>235</b> proceeds to get a copy of the Current Weights [block <b>710</b>].
The Current Weights represent the actual distribution of work within the system. The mechanism used in the preferred embodiment to obtain Current Weights is shown on <figref idrefs="DRAWINGS">FIGS. 10C and 10D</figref>. The first step taken in <figref idrefs="DRAWINGS">FIG. 10C</figref> is extraction of the Current Weight Identifier (CWID) [block <b>1048</b>] followed by the extraction of the Current Weight Interval Number (CWIN) [block <b>1049</b>]. Current Weights are only valid for one interval, and after that they expire and must be recalculated based on the most recent interval. CWID <b>2911</b> contains the interval number for which the Current Weights are valid. If CWID <b>2911</b> is equal to CWIN <b>2908</b>, then the Current Weights are valid; if not, the have expired and must be recalculated. Referring briefly to <figref idrefs="DRAWINGS">FIG. 29A</figref>, the information pertaining to Current Weight handling is shown. Along with CWID <b>2911</b> and CWIN <b>2908</b>, Current Weight Invocation Count (CWIC) <b>2910</b> and SET<b>0</b> and SET<b>1</b> are shown. Each set includes Dispatcher Commitment Percentage Accumulators (DCPA) and Recently Executed Cycle Counts (RECC). CWIC <b>2910</b> is used to determine when a CWI has expired. The DCPA information pertains to the Work Redistribution and Home Node Assignment aspects of the preferred embodiment, and thus, is described in connection with that discussion. Also shown on <figref idrefs="DRAWINGS">FIG. 29A</figref> are Current Weights <b>2906</b> and DCP <b>2907</b>. Current Weight <b>2906</b> is used in this—the KCBN logic now being described—aspect of the preferred embodiment, while DCP <b>2907</b> is used in the Work Redistribution and Home Node Assignment aspects of the preferred embodiment.
Returning now to <figref idrefs="DRAWINGS">FIG. 10C</figref>, after extracting CWIN <b>2908</b> in block <b>1049</b>, Node Balancer <b>235</b> first determines whether CWID <b>2911</b> is equal to CWIN <b>2908</b>. If they are equal, Node Balancer <b>235</b> proceeds to block <b>1061</b> of <figref idrefs="DRAWINGS">FIG. 10D</figref> (this processing is described later in subsequent paragraphs). If not they are not equal, Node Balancer <b>235</b> then tests CWIN <b>2908</b> to determine whether it is odd or even [block <b>1050</b>]. If odd, the RECC [block <b>1051</b>] and DCPA [block <b>1054</b>] are extracted from SET<b>1</b> (see <figref idrefs="DRAWINGS">FIG. 29A</figref>), but if CWIN <b>2908</b> is even, RECC [block <b>1052</b>] and DCPA [block <b>1056</b>] are extracted from SET<b>0</b>. As mentioned, Dispatch Handler <b>230</b> runs very frequently and accumulates processor execution cycles on a home node basis as part of its function. These cycle counts and the DCP are then harvested by Watch Dog Handler <b>225</b> and stored on a nodal basis in the RECC and the DCPA at the end of every CWI. Watch Dog Handler <b>225</b> also increments the CWIN, which flip flops the sets between active and inactive and vice versa (this is described in detail in the discussion of <figref idrefs="DRAWINGS">FIGS. 11 and 14</figref>). Node Balancer <b>235</b> then extracts CWIN <b>2908</b> again [block <b>1058</b>] and determines whether it has changed since the previous extraction [block <b>1062</b>]. Atomicity is an issue because it is possible for a CWI to have expired while the Current RECC and DCPA are being extracted. Therefore, these steps are necessary to ensure that the RECC and DCPA information are extracted from the active set. If CWIN <b>2908</b> has changed, the above-described process repeats (see blocks <b>1062</b> and <b>1063</b> of <figref idrefs="DRAWINGS">FIG. 10D</figref>) until Node Balancer <b>235</b> determines that CWIN <b>2908</b> is unchanged.
Moving now to <figref idrefs="DRAWINGS">FIG. 10D</figref>, when Node Balancer <b>235</b> determines that CWIN <b>2908</b> is unchanged from the previous extraction [block <b>1062</b>], Node Balancer <b>235</b> calculates the Current Weight for each node by dividing the RECC for each node by the total RECC [block <b>1064</b>]. This yields proportions of current work actually being performed by each node, and thus, they represent the actual share each home node bears of the overall work load. The Current Weights are then stored in Current Weights set <b>2906</b> and the DCP is stored in DCP set <b>2907</b> of <figref idrefs="DRAWINGS">FIG. 29</figref>. Once the Current Weights are calculated and stored, CWID <b>2911</b> is set equal to the extracted CWIN. The Current Weights are then extracted from Current Weight set <b>2906</b> to be returned to the caller of the logic of <figref idrefs="DRAWINGS">FIGS. 10C and 10D</figref> [block <b>1066</b>]. The DCP is also extracted from DCP <b>2907</b> in block <b>1070</b>, again for the purposes of returning the DCP to the caller of the logic of <figref idrefs="DRAWINGS">FIGS. 10C and 10D</figref>. Finally, CWIN <b>2908</b> is extracted again in block <b>1072</b> and tested against the previously extracted version in block <b>1074</b>. If the two values are different, processing repeats by continuing in block <b>1057</b> of <figref idrefs="DRAWINGS">FIG. 10C</figref>.
Returning now to <figref idrefs="DRAWINGS">FIG. 7</figref>, Node Balancer <b>235</b> will next determine the new Target Weights [block <b>715</b>]. The presumption here, of course, is that the Target Weights have changed due to a configuration change. In the first step of <figref idrefs="DRAWINGS">FIG. 10A</figref> [block <b>1002</b>], the number of processors and amount of memory within the system are determined for each node. In the preferred embodiment, this information is stored in node-based data structures during system bring up (see <b>3015</b> and <b>3020</b> of <figref idrefs="DRAWINGS">FIG. 30</figref>). The reader is asked to recall that the nodes of the preferred embodiment can have zero or more processors. The total number of processors and the total amount of memory across the system are then determined in block <b>1004</b>. Once the nodal totals are determined, the inactive set of Target Weights will be identified (i.e., SET<b>0</b> if TWMN <b>2920</b> is odd and SET<b>1</b> if TWMN <b>2920</b> is even). The inactive set will be used to calculate a new set of Target Weights (i.e., when they change). Then when TWMN <b>2920</b> is incremented, which will have the effect of changing which set is active.
Once the inactive set of Target Weights has been identified, Node Balancer <b>235</b> next determines whether the system is configured with dedicated or shared processors. If the system is a non-partitioned computer apparatus, its processors are dedicated by definition since there is no other system (as in <figref idrefs="DRAWINGS">FIG. 1A</figref>) with which they could possibly be shared. However, a system which is a logical partition may use either shared or dedicated processors. Referring briefly to <figref idrefs="DRAWINGS">FIG. 1B</figref>, the fact that a node spans multiple partitions does not necessarily mean that the partitions are sharing processors on the node. Processors on a given node may be shared between more than one partition or the partitions may be supported by one or more dedicated processors. A partition with dedicated processors has exclusive use of those processors until such time as it is notified of a configuration change. A partition with shared processors dynamically may be given use of any available processors on the computer apparatus without any such notification. The nature of a system's processors is made available to Node Balancer <b>235</b> by Configuration Manager <b>240</b>. If the system uses shared processors, the Target Weights for each node in the inactive set are made equal to the proportion of memory on that node available to the system to the total amount of memory available to the system across all nodes [block <b>1006</b>]. TWMN <b>2920</b> is then incremented in block <b>1020</b>, which has the effect of changing the inactive Target Weight set into the active Target Weight set.
If the system does not use shared processors, [block <b>1008</b>], Node Balancer <b>235</b> determines whether the system has any nodes with both processors and memory [block <b>1012</b>]. A determination of NO (i.e., no nodes with both processors and memory) is not typical, but possible. For example it is possible to configure a partition of Computer System <b>100</b> of the preferred embodiment to have nodes with some processors and no memory and other nodes with memory and no processors. If this is indeed the case, Node Balancer <b>235</b> sets the Target Weights for each node in the inactive Target Weight set equal to the proportion of processors on that node to the total number of processors available to the system across all nodes, such that nodes without processors will have zero as their Target Weight [block <b>1016</b>]. TWMN <b>2920</b> is then incremented in block <b>1020</b>, which (again) has the effect of changing the inactive Target Weight set into the active Target Weight set [block <b>1020</b>].
If in block <b>1012</b>, Node Balancer <b>235</b> determines that at least one node has at least one processor combined with some memory, Node Balancer <b>235</b> will next determine the overall number of processors residing on nodes that have at least one processor and some memory [block <b>1014</b>]. The inactive set of Target Weights is then updated such that the Target Weights for nodes with at least one processor and some memory are set to their respective proportion of processors to the aforementioned overall number of processors [block <b>1018</b>]. The Target Weights within the inactive set for nodes without either processors or memory are set to zero [block <b>1022</b>]. TWMN <b>2920</b> is then incremented in block <b>1020</b>, which (again) has the effect of changing the inactive Target Weight set into the active Target Weight set [block <b>1020</b>].
Regardless of the path taken through the flow diagram of <figref idrefs="DRAWINGS">FIG. 10A</figref>, Node Balancer <b>235</b> will ultimately copy the Target Weights, number of processors, and amount of memory into the Node Anchor structure for each node [block <b>1024</b>]. As will be explained in subsequent paragraphs, this is done to enable a meaningful Kernel Component Balancing Notification. <figref idrefs="DRAWINGS">FIG. 30</figref> shows the Node Anchor structures used in the preferred embodiment. Each Node Anchor structure includes an identifier [<b>3005</b>], current weights, processors, and memory [<b>3015</b>], and previous weights, processors, and memory [<b>3020</b>]. Also shown in Node Anchor structure <b>3000</b> are a series of resource anchors. These anchors are used by registered components to house resources or pointers to resources that are allocated by the registered components on a nodal basis based on the distribution of work throughout the system. This latter concept will be explained in more detail in subsequent paragraphs.
Returning now to <figref idrefs="DRAWINGS">FIG. 7</figref>, Node Balancer <b>235</b> then calculates the weight differential between the Current Weights and the Target Weights [block <b>730</b>]. The differential is the sum of the absolute value of the difference for each node. Node Balancer <b>235</b> processing continues in block <b>800</b> of <figref idrefs="DRAWINGS">FIG. 8</figref>. The Weight Differential Threshold (WDT) is set to ¾ of the just calculated differential. <figref idrefs="DRAWINGS">FIG. 29B</figref> shows WDT <b>2924</b>. The WDT is in place in recognition of the fact that actual work distribution may be considerably different than the new desired work distribution. While the system will act to adjust the current work distribution (as represented by the Current Weights) to approach the Target Weights, it may take a fair bit of time to do so. Therefore, it may be inappropriate for registered Kernel Components to simply readjust their resources according to the new Target Weights. Thus, the WDT is used in connection with the so called Transition Weights to provide registered components with the opportunity to more gradually adjust their resources. As will be discussed, Transition Weights are set between Current Weights and Target Weights to provide an intermediate balancing point for registered components. The WDT is used in the preferred embodiment to determine when the difference between Current and Target Weights is sufficiently large to warrant the use of Transition Weights. As will be seen in the ensuing discussion the WDT of the preferred embodiment can be as large as ¾ of the weight differential to as little as the value 1/64 (0.015625).
After setting WDT <b>2924</b> to ¾ of the differential, Node Balancer <b>235</b> determines whether the differential is less than 1/32 [block <b>805</b>]. If not, Node Balancer <b>235</b> subtracts 1/32 from the differential and determines whether the result is less than WDT <b>2924</b>. If the result is less than WDT <b>2924</b>, WDT <b>2924</b> is reset to be 1/32 less than the differential. Regardless of the outcome of the test in block <b>805</b>, Node Balancer <b>235</b> ultimately determines whether WDT <b>2924</b> is 1/64 or less [block <b>820</b>]. If WDT <b>2924</b> is 1/64 or less, the use of transition weights is not warranted, so WDT <b>2924</b> is set to zero and the KCBN Transition Weights in the current set (<b>3015</b>) are made equal to the Target Weights. If Node Balancer <b>235</b> determines that WDT <b>2924</b> is greater than or equal to 1/64 in block <b>820</b>, Node Balancer <b>235</b> sets the current set of the KCBN Transition Weights (<b>3015</b>) to a value in between the Current Weights and the Target Weights. In the preferred embodiment, this is done according to the following formula. <br />transition=target+(current−target)*<i>WDT</i>/weight differential
The processing of Node Balancer <b>235</b> then proceeds with block <b>900</b> of <figref idrefs="DRAWINGS">FIG. 9</figref>. There the current set of the KCBN Current Weights (<b>3015</b>) are set to the Current Weights. The Kernel Component Method (see <figref idrefs="DRAWINGS">FIG. 31</figref>) specified for each registered component (<b>3105</b>) is then invoked [block <b>905</b>].
After being invoked (see block <b>905</b> of <figref idrefs="DRAWINGS">FIG. 9</figref>) the Kernel Component Method has access to the KCBN information stored on each node. The Current, Transition, and Target Weights along with a copy of the previous values of those weights are available to the invoked method. The current and previous number of processors and amount of memory are also available to the invoked method. All of this information is in place to permit the invoked method to determine how to best utilize its resources. An example of a Kernel Component that can make use of the above described notification service is an integrated file system (IFS). File systems will typically utilize sets of pre-created threads to handle different functions. For example, an IFS may have a set of threads that perform hard disk drive (HDD) reads and another set of threads that perform HDD writes. To best utilize these threads, the IFS would use the preferred embodiment to best distribute the threads in a manner consistent with work distribution. If upon invocation, the Kernel Component method associated with the IFS determined through consideration of the KCBN weights that work was being moved from a first node to a second, the method would destroy some or all of its pre-created threads on the first node and create some on the second. Processing then ends for the Configuration Change aspect of Kernel Component Balancing Notification after the current set of KCBN information has been copied into the previous set of KCBN information.
Transition Weight Recalculation
The previous section of this patent pertained to how Transition Weights are calculated and set in the preferred embodiment when a configuration change occurs. With that described, this section of the patent pertains to how the Transition Weights are periodically recalculated to provide for gradual rebalancing through periodic notification. <figref idrefs="DRAWINGS">FIGS. 11-14</figref> show steps used in the Watch Dog Handler <b>225</b> of the preferred embodiment. As mentioned above, Watch Dog Handler <b>225</b> of the preferred embodiment executes once per second and it has function that pertains to various aspects of the preferred embodiment. Only certain of these aspects, however, are interesting for the purposes of this particular discussion (i.e., Transition Weight Recalculation). Thus, only certain figures and processing blocks are explored while others are skipped in favor of treatment in subsequent paragraphs. On <figref idrefs="DRAWINGS">FIG. 11</figref>, processing blocks <b>1105</b>-<b>1114</b> pertain to other aspects of the preferred embodiment. In block <b>1116</b> of <figref idrefs="DRAWINGS">FIG. 11</figref>, Watch Dog Handler <b>225</b> increments the Current Weight Invocation Count (CWIC), and since Watch Dog Handler <b>225</b> executes every second, the CWIC is incremented every second. (CWIC <b>2910</b> is shown on <figref idrefs="DRAWINGS">FIG. 29A</figref>.) Watch Dog Handler <b>225</b> next determines whether the maximum invocation count has been reached for the interval [block <b>1120</b>]. In the preferred embodiment, the maximum invocation count is seven. A count of seven signals the end of a Current Weight interval.
The Watch Dog Handler <b>225</b> processing of completed Current Weight Intervals is shown on <figref idrefs="DRAWINGS">FIG. 14</figref>. In step <b>1405</b>, the DCP accumulations in the inactive set (see DCPA sets <b>2912</b> and <b>2916</b> of <figref idrefs="DRAWINGS">FIG. 29A</figref>) is normalized. (The determination of which set of DCPA is inactive is determined above through examination of CWIN <b>2908</b>, odd CWIN <b>2908</b> is SET<b>0</b> and even CWIN <b>2908</b> is SET<b>1</b>.) In the preferred embodiment, this normalization is handled by dividing the accumulations by the number of invocations in the interval (i.e., seven). It should be noted here that certain steps shown on <figref idrefs="DRAWINGS">FIG. 14</figref> (namely blocks <b>1405</b> and <b>1435</b>) do not pertain to Kernel Component Balancing Notification. The material is discussed here, however, because the steps are performed at the conclusion of a Current Weight Interval.
Watch Dog Handler <b>225</b> next extracts the Current Weight cycle counts collected by Dispatch Handler <b>230</b> [block <b>1410</b>]. In the preferred embodiment, these counts are stored on a home node basis in processor-based data structures (not shown). Watch Dog Handler <b>225</b> then subtracts the previously stored cycle counts in the inactive set (see RECC of <figref idrefs="DRAWINGS">FIG. 29A</figref>) from the just obtained cycle counts to arrive at the number of cycles executed during the expired CWI for each home node. This result is then stored back in the inactive set replacing the previous value [block <b>1415</b>]. In block <b>1420</b>, the RECC from the active set is extracted, divided by two, and then added to the values (on a nodal basis) in the inactive set. This results in values which are viewed in the preferred embodiment as recently executed cycle counts.
CWIN <b>2908</b> is then incremented in block <b>1425</b> to switch the inactive set (i.e., the set with the latest counts) to the active set. CWIC <b>2910</b> is then set to zero in block <b>1430</b> as a start to a new CWI. Watch Dog Handler <b>225</b> then stores the counts collected in block <b>1410</b> into the newly switched inactive set to form the basis for these same calculations (i.e., at the end of the next CWI) [block <b>1440</b>]. WDT <b>2924</b> is then tested against zero in block <b>1450</b>. The combination of a non-zero WDT and the conclusion of a Current Weight Interval signals the need to determine whether Transition Weights need to be recalculated. <figref idrefs="DRAWINGS">FIGS. 15 and 8</figref> outline the Transition Weight recalculation steps used in the preferred embodiment. Referring first to <figref idrefs="DRAWINGS">FIG. 15</figref>, Target Weights are obtained in block <b>1500</b>.
In the preferred embodiment, the mechanism used to obtain Target Weights is represented by <figref idrefs="DRAWINGS">FIG. 10B</figref>. In block <b>1030</b> of <figref idrefs="DRAWINGS">FIG. 10B</figref>, the Target Weight Modification Number (TWMN) is extracted. Referring now to <figref idrefs="DRAWINGS">FIG. 29A</figref>, shown are Target Weight sets <b>2922</b> and Target Weight Modification Number (TWMN) <b>2920</b>. As shown, there are two sets of Target Weights used in the preferred embodiment (SET<b>0</b> and SET<b>1</b>). TWMN <b>2920</b> is used to determine which set is the active set and which set is the inactive set. If TWMN <b>2920</b> is an odd number, SET<b>1</b> is the active set and SET<b>0</b> is the inactive set. If TWMN <b>2920</b> is an even number, SET<b>0</b> is the active set and SET<b>1</b> is the inactive set. Node Balancer <b>235</b> then tests TWMN <b>2920</b> to determine whether it is odd or even [block <b>1032</b>]. If TWMN <b>2920</b> is even, the Target Weights for each node are extracted from SET<b>0</b> [block <b>1034</b>], but if TWMN <b>2920</b> is odd, the Target Weights for each node are extracted from SET<b>1</b> [block <b>1036</b>]. TWMN <b>2920</b> is then extracted again in block <b>1038</b> and tested for change in block <b>1040</b>. If TWMN <b>2920</b> is unchanged, the previously extracted set of Target Weights are returned in block <b>1042</b>. If TWMN <b>2920</b> has changed, the steps of testing for odd/even, set extraction, and change testing are repeated until TWMN <b>2920</b> is found to be unchanged. The requirement that TWMN <b>2920</b> be found in an unchanged state is for atomicity purposes. The Rebalancing Work and Home Node Assignment sections of this patent outline instances Node Balancer <b>235</b> is retrieving the Target Weight values while TWMN <b>2920</b> could be being incremented.
Returning now to <figref idrefs="DRAWINGS">FIG. 15</figref>, Current Weights are obtained in block <b>1505</b>. Please refer to the preceding discussion of <figref idrefs="DRAWINGS">FIG. 10C</figref> for details on the steps used in the preferred embodiment to obtain Current Weights. A weight differential is then calculated between the Current Weights and the Target Weights. As previously described, the differential is the sum of the absolute values of the weight differences for each node. The differential is then tested against WDT <b>2924</b>. If the differential is greater than WDT <b>2924</b>, the Transition Weights do not need to be recalculated. However, if the differential is less than or equal to WDT <b>2924</b>, the Transition Weights are recalculated using the above-described processing associated with <figref idrefs="DRAWINGS">FIGS. 8 and 9</figref>. Please refer to the description of those Figures for more information.
Home Node Assignment
Returning briefly to <figref idrefs="DRAWINGS">FIG. 2</figref>, TCM <b>205</b> is used in the preferred embodiment to create executable threads along with the necessary thread control structures. Part of the creation process is the assignment of a home node to these executable threads. Home node assignment is important because TDM <b>215</b> is biased to execute threads on their assigned Home Node when possible and TMM <b>217</b> is biased to allocate memory for threads on their assigned Home Node when possible. The implications of this bias pertain to overall system utilization and to resource allocation. In the preferred embodiment the assignment of a Home Node to a thread means that the system will preferentially execute the thread on its Home Node and assign memory on its Home Node. This is referred to herein as Nodal Affinity. Of course, if a particular node is configured with only one processor, this affinity becomes Processor Affinity. In addition, those skilled in the art will appreciate that the present invention is not limited to the particular type of affinity provided by the preferred embodiment. For example, a tight affinity that amounted to a requirement to always execute a thread on its Home Node would also fall within the spirit and scope of the present invention.
As discussed above, Target Weights are used in the preferred embodiment to characterize the desired work distribution throughout the system. Current Weights are used to characterize the current work distribution throughout the system. Determining a home node for a new thread would be straight forward if every thread did the same amount of work. I.e., Home Nodes would simply be assigned based on keeping the number of existing threads assigned to each node, in the same proportion as the Target Weights. The reality, though, is that different threads do different amounts of work, and it is impossible to know ahead of time how much work a thread will do. Thus, the preferred embodiment creates Initiation Weights based upon both Target Weights and Current Weights and assigns Home Nodes so as to keep the number of threads assigned to each in the same proportion as the Initiation Weights. A node whose Current Weight exceeds its Target Weight has its Initiation Weight set somewhat smaller than its Target Weight (i.e., because it already has more than its share of the work load), and a node whose Current Weight is below its Target Weight has its Initiation Weight set somewhat larger than its Target Weight (i.e., because it currently has less than its share of the work load). When calculating the Initiation Weights for each node, the Current Weights are given more influence the busier the system is.
<figref idrefs="DRAWINGS">FIG. 26</figref> shows the high level steps of home node assignment. TCM <b>205</b> obtains Initiation Weights for each node in processing block <b>2605</b>. <figref idrefs="DRAWINGS">FIGS. 27 and 28</figref> outline how this process works in the preferred embodiment. Referring now to <figref idrefs="DRAWINGS">FIG. 27</figref>, TCM <b>205</b> first extracts the Initiation Weight Identifier (IWID) in block <b>2705</b>. <figref idrefs="DRAWINGS">FIG. 29B</figref> shows the IWID <b>2928</b> and Initiation Weights <b>2930</b>. CWIN <b>2908</b> is then extracted in block <b>2710</b> before TCM <b>205</b> determines in block <b>2715</b> whether the IWID matches the CWIN. If the IWID does not match the CWIN, TCM <b>205</b> proceeds to block <b>2800</b> of <figref idrefs="DRAWINGS">FIG. 28</figref> to calculate the new Initiation Weights because the existing Initiation Weights are out of date.
Current Weights, along with the CWID and DCP are obtained in block <b>2805</b>. Please refer to the above description of <figref idrefs="DRAWINGS">FIG. 10C</figref> for an explanation of these steps. The value of the CWIN that was extracted in block <b>2710</b> is then set to the CWID in block <b>2810</b> so that it represents the interval number associated with the Current Weights. The Target Weights are then obtained in block <b>2815</b>. Please refer to the above description of <figref idrefs="DRAWINGS">FIG. 10B</figref> for an explanation of these steps.
Starting with the first node in block <b>2820</b>, TCM <b>205</b> now proceeds to combine the Target and Current Weights to produce the Initiation Weights for each node. In combining the Target and Current Weights, the higher the DCP is for a given node, the more influence the Current Weights will have in the resulting Initiation Weight for that node.
The first part of combining the weights is to calculate a multiplier that will govern the influence of the Current Weight. If the DCP is 75% or less [block <b>2825</b>], the influence of the Current Weight will be suppressed by setting the multiplier equal to DCP cubed divided by the square of 75% in block <b>2850</b>. Otherwise if the DCP is less than 100% [block <b>2835</b>], the influence of the Current Weight will be exaggerated by setting the multiplier equal to 100% minus ((the cube of 100% minus the DCP) divided by (the square of 25%)) in block <b>2855</b>. Otherwise, if the DCP is 100% or greater [block <b>2835</b>], the influence of the Current Weight will be maximized by setting the multiplier equal to 100% in block <b>2840</b>. Regardless of the path taken, the multiplier will be in the range of zero to 100% and is used in the second part below.
The second part of combining the weights is to calculate a divisor that will allow the Initiation Weight to be larger than the Target Weight when the Current Weight is smaller than the Target Weight, and to be smaller than the Target Weight when the Current Weight is larger than the Target Weight, according to the amount of influence the Current Weight is allowed to have. TCM <b>205</b> calculates the divisor to be the Target Weight plus ((the Current Weight minus the Target Weight) times the multiplier) in block <b>2860</b>. The resulting divisor will then range somewhere between the Target Weight and the Current Weight, depending on the multiplier, and is used in the third part below.
The third part is to calculate the un-normalized Initiation Weight by dividing the square of the Target Weight by the divisor [block <b>2875</b>]. This will have the affect of making the Initiation Weight larger when the Current Weight is smaller and vice-versa. In order to avoid a potential divide-by-zero, TCM <b>205</b> checks for the divisor being zero [block <b>2870</b>], and if it is, it simply sets the Initiation Weight equal to the Target Weight in block <b>2865</b>. TCM <b>205</b> then checks for whether there are more nodes to process [block <b>2890</b>], and if so, it repeats the above processing for each of the remaining nodes. When TCM <b>205</b> does determine that all the nodes have been considered, it proceeds to block <b>2750</b> of <figref idrefs="DRAWINGS">FIG. 27</figref>. After returning to the logic of <figref idrefs="DRAWINGS">FIG. 27</figref> via connection block <b>2750</b>, TCM <b>205</b> normalizes the un-normalized Initiation Weights and stores them in Initiation Weights <b>2930</b> [block <b>2745</b>]. In the preferred embodiment, the Initiation Weights are normalized by dividing each weight by the sum of all of the Initiation Weights for all of the nodes. The IWID is then set to the CWID in block <b>2735</b> to specify the Current Weight Interval during which the Initiation Weights are valid.
The currently-described execution path and the Yes branch from block <b>2715</b> (see above description) converge at block <b>2725</b>. There, TCM extracts the Initiation Weights and then proceeds to extract the CWIN again. If the newly extracted CWIN is different from the previously extracted CWIN and then the Initiation Weights are out of date and the previously described Initiation Weight calculation steps begin anew with block <b>2805</b> of <figref idrefs="DRAWINGS">FIG. 28</figref>. If the newly extracted CWIN is the same as the previously extracted CWIN, the extracted Initiation Weights are up to date and are returned to the logic of <figref idrefs="DRAWINGS">FIG. 26</figref>.
Returning now to block <b>2610</b> of <figref idrefs="DRAWINGS">FIG. 26</figref>, TCM <b>205</b> determines the number of currently existing threads for each node. In the preferred embodiment, Kernel Services <b>137</b> tracks existing threads on a nodal basis by incrementing a counter when a thread is created and decrementing it when a thread is destroyed. The total number of threads is then determined by summing the counters [block <b>2615</b>]. Then in block <b>2620</b> a target number of threads is determined on a nodal basis. In the preferred embodiment, this is accomplished by multiplying the total number of threads by each node's Initiation Weight. The node which has the largest short fall between actual threads and target threads is the node chosen as the home for the just-created thread [block <b>2622</b>].
Work Redistribution
Overview
We discussed above how the preferred embodiment of the present invention is able to detect work imbalances within the system and make appropriate adjustments. This is accomplished in the preferred embodiment through a series of state driven interactions between Watch Dog Handler <b>225</b>, Dispatch Handler <b>230</b>, and Node Balancer <b>235</b>. The states used in the preferred embodiment for Work Redistribution purposes are named Observe Balance, Record Cycles, and Move Threads. The Observe Balance state, which is the starting point, is set by the system administrator. Thus, the system administrator enables the system to determine whether work balance issues exist. When the state is set to Observe Balance, Watch Dog Handler <b>225</b> tracks a fifty three (53) second period referred to herein as the Observe Balance Interval (OBI). After a certain number of intervals have passed, six in the case of the preferred embodiment, Watch Dog Handler <b>225</b> notifies Node Balancer <b>235</b>.
When Node Balancer <b>235</b> wakes it notes that the state is set to Observe Balance. Node Balancer <b>235</b> responds by performing a high level analysis of whether or not the system is out of balance. While this determination is explained in more detail in subsequent paragraphs, it should be noted here that Dispatch Handler <b>230</b>, which runs very frequently, is tracking the number of cycles executed on a Home Node basis. This raw cycle count is used by Node Balancer <b>235</b> to make its high level balance determination. When Node Balancer <b>235</b> determines that the system's work load is potentially out of balance, it sets the state to Record Cycles and notifies Watch Dog Handler <b>225</b> accordingly.
Watch Dog Handler <b>225</b> then recognizes that the state has been changed to Record Cycles, and after tracking through a single Record Cycles Interval sets the state to Move Threads and notifies Node Balancer <b>235</b>. In the mean time Dispatch Handler <b>230</b> recognizes that the state had been set to Record Cycles by Node Balancer <b>235</b>. Dispatch Handler <b>230</b> responds by collecting cycle data both on a thread basis and on a Home Node basis. Dispatch Handler <b>230</b> stops collecting cycle data on a thread basis when it later determines that the state has been changed to something other than Record Cycles.
When Node Balancer <b>235</b> receives the aforementioned notification from Watch Dog Handler <b>225</b>, it proceeds to perform a lower level analysis of the thread-based data that was collected by Dispatch Handler <b>230</b>. Node Balancer <b>235</b> then double checks the balanced/unbalanced state of the system and uses thread-based data to determine which threads to move in cases where the system's work load is not appropriately balanced. If Node Balancer <b>235</b> determines that the system's work load is not balanced, it proceeds to move threads amongst the nodes to more appropriately balance the system's work load. Finally, Node Balancer <b>235</b> sets the state back to Observe Balance to start the processing over.
Dispatch Handler <b>230</b> in Observe Balance State
Just mentioned was the fact that Dispatch Handler <b>230</b>, when in the Observe Balance state, keeps a raw count of the number of cycles executed on a Home Node basis. This logic is shown on <figref idrefs="DRAWINGS">FIG. 16A</figref>. Shown on <figref idrefs="DRAWINGS">FIG. 16A</figref> are the steps within Dispatch Handler <b>230</b> that are pertinent to the preferred embodiment of the present invention. Those skilled in the art appreciate that other unrelated thread dispatch processing exists. In block <b>1600</b>, Dispatch Handler <b>230</b> obtains the Home Node ID for the thread that is about to be dispatched. The cycles consumed the last time this particular thread executed is then obtained in block <b>1605</b>. The consumed cycle count is then added to a Current Weight Cycle count accumulator on a Home Node basis. This count, which is kept by Dispatch Handler <b>230</b>, is stored in a processor-based data structure (not shown). Dispatcher <b>230</b> then determines whether it is in the Observe Balance state or beyond. If so, the consumed cycles described above are added to a Observe Balance Cycle count accumulator, which is another processor-based data store maintained by Dispatch Handler <b>230</b> (not shown). Dispatch Handler <b>230</b> then determines whether it is in the Record Cycles state [block <b>1645</b>]. Since here we are in the Observe Balance state, Dispatch Handler <b>230</b> simply returns in block <b>1640</b>, where the remaining thread dispatch processing occurs. The logic of <figref idrefs="DRAWINGS">FIG. 16B</figref> is described below in connection with the Record Cycles state.
Watch Dog Handler <b>225</b> in Observe Balance State
<figref idrefs="DRAWINGS">FIG. 11</figref> was discussed earlier with respect to Kernel Component Balancing Notification. During that discussion it was mentioned that certain of these processing blocks (i.e., of Watch Dog Handler <b>225</b>) pertained to Work Redistribution. These blocks will now be described. In block <b>1105</b>, the current Dispatcher Commitment Percentages are obtained. In the preferred embodiment, these are obtained through a system interface that is not important to the benefits and advantages of the present invention, and thus is not described further herein. The percentages represent an indication of the level of activity of the system on a nodal basis. Like RECC, the inactive set is identified through examination of CWIN <b>2908</b> (see DCPA sets <b>2912</b> and <b>2916</b> of <figref idrefs="DRAWINGS">FIG. 29A</figref>.) [block <b>1110</b>]. If CWIN <b>2908</b> is odd, the DCP is added to the DCPA in SET<b>0</b>; if CWIN <b>2908</b> is even the DCP is added to the DCPA in SET<b>1</b>. Watch Dog Handler <b>225</b> then determines whether CWIC <b>2910</b> has reached its maximum [block <b>1120</b>]. If the maximum has been reached, Watch Dog Handler <b>225</b> proceeds to handle a completed Current Weight Interval. This processing has been previously described with reference to <figref idrefs="DRAWINGS">FIG. 14</figref> (see above). The reader is asked to assume here that completed Current Weight Interval handling is not at issue. Watch Dog Handler <b>225</b> will, therefore, determine whether the current state is Observe Balance or beyond [block <b>1122</b>].
Here the current state is Observe Balance, so Watch Dog Handler <b>225</b> moves to block <b>1205</b> of <figref idrefs="DRAWINGS">FIG. 12</figref>. There Watch Dog Handler <b>225</b> calculates the index to the oldest save area (see <figref idrefs="DRAWINGS">FIG. 29B</figref>, save areas SA<b>0</b>-SAN, <b>2932</b>-<b>2936</b>). In the preferred embodiment, this calculation involves extracting Observe Interval Number (OIN) <b>2950</b> of <figref idrefs="DRAWINGS">FIG. 29B</figref> and dividing OIN <b>2950</b> by the number of save areas (i.e., N+1), and then using the resulting remainder as the index. Watch Dog Handler <b>225</b> then adds the DCP to the DCPA of the oldest save area on a nodal basis [block <b>1210</b>]. The invocation count (IC) of the oldest save area is then incremented [block <b>1215</b>]. Watch Dog Handler <b>225</b> then determines whether the maximum invocation count has been reached [block <b>1220</b>]. If so, an Observe Interval has completed, which requires handling. This processing is shown in <figref idrefs="DRAWINGS">FIG. 17</figref>. If an Observe Interval has not completed, processing continues in <figref idrefs="DRAWINGS">FIG. 13</figref>.
Turning first to <figref idrefs="DRAWINGS">FIG. 17</figref>, Watch Dog Handler <b>225</b> first obtains the Observe Balance Cycle counts from Dispatch Handler <b>230</b> and store them on a nodal basis in the second oldest save area [block <b>1700</b>]. (Again, see <figref idrefs="DRAWINGS">FIG. 29B</figref>, save areas SA<b>0</b>-SAN, <b>2932</b>-<b>2936</b>.) These values will eventually become the basis for the number of cycles executed in the next Observe Interval. Then, in block <b>1705</b>, Watch Dog Handler <b>225</b> will calculate the cycles executed in the just-completed Observe Interval. In the preferred embodiment, this is done by subtracting the cycle counts in the oldest save area, which were the basis for the just-completed Observe Interval, from the counts obtained in block <b>1700</b>. The results of this calculation are then stored back into the oldest save area. In block <b>1710</b>, Watch Dog Handler <b>225</b> sets the DCPA of the second oldest save area to zero. This is done in preparation for accumulation for the next Observe Interval. Watch Dog Handler <b>225</b> then sets the invocation count for the second oldest save area to zero, again in preparation for accumulation in the next interval [block <b>1715</b>]. OIN <b>2950</b> is then incremented, which has the effect of atomically changing the oldest save area into the newest and the second oldest into the oldest [block <b>1720</b>].
In block <b>1725</b>, Watch Dog Handler <b>225</b> determines whether OIN <b>2950</b> has reached the Observe Balance Threshold. This value is used in the preferred embodiment to determine when Node Balancer <b>235</b> should check whether the nodes of the system are balanced from a work load perspective. In the preferred embodiment, this value is six (6). If the Observe Balance Threshold has not been reached, Watch Dog Handler <b>225</b> returns to the logic of <figref idrefs="DRAWINGS">FIG. 12</figref> in block <b>1740</b>. If the Observe Balance Threshold has been reached, Watch Dog Handler <b>225</b> determines whether the current state is Observe Balance (see node manager state <b>2902</b> of <figref idrefs="DRAWINGS">FIG. 29A</figref>). If the current state is not Observe Balance, Watch Dog Handler <b>225</b> returns to the logic of <figref idrefs="DRAWINGS">FIG. 12</figref> in block <b>1740</b>. Here the state is Observe Balance, so Watch Dog Handler <b>225</b> notifies Node Balancer <b>235</b> to make a high level determination of whether the work being performed by the system is properly balanced amongst the nodes of the system before returning to the logic of <figref idrefs="DRAWINGS">FIG. 12</figref> [block <b>1740</b>]. This logic is described in connection with <figref idrefs="DRAWINGS">FIG. 18</figref>.
Node Balancer <b>235</b> in Observe Balance State
Turning now to <figref idrefs="DRAWINGS">FIG. 18</figref>, Node Balancer <b>235</b> proceeds to sum the invocation counts of the six most recent save areas [block <b>1800</b>]. Node Balancer <b>235</b> then calculates an average DCP for each node [block <b>1805</b>]. In the preferred embodiment, this is accomplished by first summing the DCPA on a nodal basis from the most recent six save areas. The total for each node is then divided by sum of the invocation counts (i.e., the value determined in block <b>1800</b>). The result is an average DCP for each node. Node Balancer <b>235</b> then sums the Observe Balance Cycle counts on a nodal basis for the six most recent save areas [block <b>1810</b>]. (See <figref idrefs="DRAWINGS">FIG. 29B</figref>, Cycle Counts and save areas SA<b>0</b>-SAN, <b>2932</b>-<b>2936</b>.) A system total is then determined in block <b>1815</b>. The steps for making the Balanced/Unbalanced determination continue on <figref idrefs="DRAWINGS">FIG. 19</figref>. The logic of <figref idrefs="DRAWINGS">FIG. 19</figref> is used by Node Balancer <b>235</b> once for each node. Each time the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> is used, the following inputs are considered: 1) the total Cycle Counts for the system, 2) DCP for the node under consideration, 3) the node's Target Weight (see <figref idrefs="DRAWINGS">FIG. 10B</figref> and the associated text for an explanation of how Target Weights are calculated), and 4) the cycle count for the particular node.
Moving now to <figref idrefs="DRAWINGS">FIG. 19</figref>, Node Balancer <b>235</b> proceeds to calculate the target cycle count in block <b>1900</b>. In the preferred embodiment, this is accomplished by multiplying the total cycles executed across all nodes by the particular node's Target Weight. The result is a target cycle count for the node at issue. The target cycle count is then subtracted from the node's cycle count [block <b>1910</b>].
In the preferred embodiment, 1/32 of the target cycles count is used as a tolerance, so that if the actual cycle count is within 1/32 of the target cycle counts, the node is said to be balanced even though it may be slightly out of balance. Application of this tolerance can be seen in the logic of processing block pairs <b>1905</b>/<b>1920</b> and <b>1915</b>/<b>1925</b>. If the actual cycle count is only slightly less than the target cycle count [blocks <b>1905</b> and <b>1920</b>], a result of zero is returned [block <b>1935</b>]. A result of zero indicates that no imbalance is seen for the particular node. Similarly, if the actual cycle count is only slightly more than the target cycle count [blocks <b>1915</b> and <b>1925</b>], a result of zero is returned [block <b>1935</b>]. Of course, if the result of the calculation of block <b>1910</b> is zero, zero is returned in block <b>1935</b>. If the difference between actual cycle count and target cycles is more than slightly low, the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> will return the difference between the actual and target cycle counts as a negative number [block <b>1930</b>], which indicates the amount of additional work the particular node is capable of taking on without exceeding its fair proportion. If the difference between the actual cycle count and target cycles is more than slightly high, the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> will test whether the DCP for the particular node is greater than 75%. An overage of cycle count and a DCP of greater than %75 indicates that the node has more than its fair share of work, and is in fact suffering from the overage. When this is found to be the case, the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> will return the difference between the actual cycle and target cycle count as a positive number [block <b>1945</b>], which indicates the amount of work that should be moved from the node at issue. If in block <b>1940</b>, the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> determines that the DCP of the particular node is not over 75% despite the overage of cycle count, the node is not treated as being over worked [block <b>1935</b>].
Recalling that the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> is used for each node, and returning now to <figref idrefs="DRAWINGS">FIG. 18</figref> with the assumption that all of the nodes have been considered, if the result of the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> shows that there is not an imbalance of work (i.e., that the work is distributed appropriately throughout the system), Node Balancer <b>235</b> simply terminates execution in block <b>1840</b>. However, if the logic of shows an imbalance (i.e., at least one node with too much work and at least one node with too little work), Node Balancer <b>235</b> proceeds to block <b>1830</b> where the Recording State values are initialized. The initialization are as follows: 1) Recording Period Id. <b>2940</b> of <figref idrefs="DRAWINGS">FIG. 29C</figref> is incremented, 2) cycle counts <b>2948</b> is set to zero on a Home Node basis, 3) Recording Period Invocation Count <b>2942</b> is set to zero, 4) the DCPA <b>2948</b> for each node is set to zero. Node Manager State <b>2902</b> is then set to Record Cycles [block <b>1825</b>] before Node Balancer <b>235</b> terminates execution in block <b>1840</b>.
Dispatch Handler in Record Cycles State
The state has now been set to Record Cycles by Node Balancer <b>235</b> (see above), so processing block <b>1645</b> of Dispatch Handler <b>230</b> will evaluate to Yes the next time a thread is dispatched. Accordingly, Dispatch Handler <b>230</b> will next determine whether the thread's Home Node is moveable [block <b>1609</b> of <figref idrefs="DRAWINGS">FIG. 16B</figref>]. If not, Dispatch Handler <b>230</b> simply increments the Record Cycles cycle accumulator in block <b>1660</b> before returning to the logic of <figref idrefs="DRAWINGS">FIG. 16A</figref>. If so, Dispatch Handler <b>230</b> determines whether the recording period IDs match [block <b>1610</b>]. This determination is made by comparing the recording period ID kept in the thread control structure (not shown) with Recording Period ID <b>2940</b> of <figref idrefs="DRAWINGS">FIG. 29C</figref>. If the IDs match, Dispatch Handler <b>230</b> adds the raw cycles counted to the existing total already stored in the thread structure (not shown) {block <b>1655</b>]. When the IDs do not match, raw cycle counts for the current period have not yet been stored this particular thread's control structure, so the recording period ID in the thread control structure is set to the value stored in Recording Period ID <b>2940</b> [block <b>1650</b>] and the cycle count is set to equal the cycles most recently executed [block <b>1665</b>]. This is the value ascertained in block <b>1605</b>. Regardless of how processing block <b>1610</b> evaluates, the Home Node total of recorded cycles is also incremented in block <b>1660</b>.
Watch Dog Handler <b>225</b> in Record Cycles State
Returning now to <figref idrefs="DRAWINGS">FIG. 13</figref> to continue, the next time Watch Dog Handler <b>225</b> executes processing block <b>1305</b> will evaluate to Yes because state <b>2902</b> is now set to Record Cycles by Node Balancer <b>235</b>. Watch Dog Handler <b>225</b> adds the DCP to the Recording State DCPA (see DCPA of <b>2948</b> of <figref idrefs="DRAWINGS">FIG. 29C</figref>) [block <b>1310</b>]. Recording Period IC <b>2942</b> is then incremented in block <b>1315</b>. Watch Dog Handler <b>225</b> then tests Recording Period IC <b>2942</b> to determine whether the maximum has been reached. In the preferred embodiment the maximum is fifty-three. If the maximum has not been reached, Watch Dog Handler <b>225</b> simply exits in block <b>1340</b>. If in block <b>1320</b>, Watch Dog Handler <b>225</b> determines that the maximum has been reached, it proceeds to get the recorded cycle counts from Dispatch Handler <b>230</b> and store them in cycle count storage area <b>2948</b>. Watch Dog Handler <b>225</b> then sets the state to move threads in block <b>1335</b> and notifies Node Balancer <b>235</b> to move threads in block <b>1330</b> before it exits in block <b>1340</b>.
Node Balancer <b>235</b> in Move Threads State
<figref idrefs="DRAWINGS">FIG. 20</figref> is used herein to describe thread movement within the preferred embodiment. Node Balancer <b>235</b> first calculates an average DCP per node [block <b>2000</b>]. In the preferred embodiment, this is accomplished by dividing the value held in DCPA of 2948 by the total number of intervals in the period (i.e., Recording Period IC 2942). Node Balancer <b>235</b> then sums the Accumulated Cycle Count of <b>2948</b>, which results in a total for the system during the Recording Period [block <b>2005</b>].
Node Balancer <b>235</b> next determines whether the work is fairly distributed throughout the system over the recording period. In the preferred embodiment this is accomplished via the logic shown on <figref idrefs="DRAWINGS">FIG. 19</figref>. As the reader may recall, <figref idrefs="DRAWINGS">FIG. 19</figref> was described above, and the details will not be reiterated here. However, recalling that the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> is used for each node, and returning now to <figref idrefs="DRAWINGS">FIG. 20</figref> with the assumption that all of the nodes have been considered, if the result of the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> shows that there is not an imbalance of work (i.e., that the work is distributed appropriately throughout the system), Node Balancer <b>235</b> simply sets the state to Observe Balance in block <b>2035</b> and terminates execution in block <b>2040</b>. However, if the logic of <figref idrefs="DRAWINGS">FIG. 19</figref> shows an imbalance (i.e., at least one node with too much work and at least one node with too little work and the same nodes were observed to have too much work and too little work respectively in the Observe Balance state), Node Balancer <b>235</b> proceeds to block <b>2020</b> where the number of cycles to move is determined. The reader is asked to first recall that nodes short on cycles and nodes with excess cycles were identified in block <b>2010</b>. The number of cycles to move is then set by Node Balancer <b>235</b> to ½ of the smaller of the largest excess and the largest shortage. Node Balancer <b>235</b> then moves threads on this basis.
<figref idrefs="DRAWINGS">FIGS. 21A through 23</figref> show the Node Balancer <b>235</b> logic used in the preferred embodiment to perform this task. Initially, in block <b>2100</b>, an empty list is created. This list will eventually hold the threads that are candidates to be moved. Then, in block <b>2105</b>, Node Balancer <b>235</b> selects the first (or next) thread from a list of threads maintained by the system. Node Balancer <b>235</b> then determines whether the thread has a current recording period ID associated with it [block <b>2110</b>]. If not, Node Balancer <b>235</b> determines whether there are more threads to consider [block <b>2111</b>], and if so, proceeds to selected the next thread [block <b>2105</b>] and again determine whether the current recording period ID is associated with it [block <b>2110</b>]. <figref idrefs="DRAWINGS">FIG. 21B</figref> shows the logic used to process threads having the current recording period ID. Node Balancer <b>235</b> first determines in block <b>2120</b> whether the Home Node for the thread at issue is a node that has been previously determined to have an excess of cycles. If not, processing continues in block <b>2111</b> of <figref idrefs="DRAWINGS">FIG. 21A</figref>, as has been described. If the Home Node of the thread at issue is indeed the one having excess cycles, Node Balancer <b>235</b> determines whether the particular thread is a member of a MAG, wherein all the threads of the group are required to have the same Home Node [<b>2125</b>]. If not, Node Balancer <b>235</b> extracts the cycles recorded by this thread [block <b>2130</b>]. Node Balancer <b>235</b> then adds this thread to the candidate list, ranking it based on its number of recorded cycles (most being first). Node Balancer <b>235</b> then continues processing in block <b>2111</b> of <figref idrefs="DRAWINGS">FIG. 21A</figref> If in block <b>2125</b> of <figref idrefs="DRAWINGS">FIG. 21B</figref> Node Balancer <b>235</b> determines that the thread at issue is indeed part of a group, Node Balancer <b>235</b> determines whether the group is one that has been encountered before during this recording period [block <b>2140</b>]. If so, processing continues in block <b>2111</b> of <figref idrefs="DRAWINGS">FIG. 21A</figref>. If not, Node Balancer <b>235</b> calculates the total cycle count for the group (i.e., the sum of the recorded cycles of the group's threads) [block <b>2145</b>], and then adds the group to the move candidate list based on the total cycle count for the group [block <b>2150</b>]. Once this is accomplished, processing continues in block <b>2111</b> of <figref idrefs="DRAWINGS">FIG. 21A</figref>.
When all of the threads have been considered, processing block <b>2111</b> evaluates to No, and Node Balancer <b>235</b> proceeds to actually move threads to rebalance the system. The logic used in the preferred embodiment to accomplish this task is shown in <figref idrefs="DRAWINGS">FIG. 22</figref>. In block <b>2200</b>, Node Balancer <b>235</b> selects the first (next) thread or MAG in the candidate list. Assuming the end of the list has not been reached [block <b>2205</b>], Node Balancer <b>235</b> determines whether the thread or MAG at issue has more or less cycles than that which is necessary to move (see processing block <b>2020</b> and the associated text) [block <b>2215</b>]. If the thread or MAG consumes more cycles than what is required, Node Balancer <b>235</b> simply continues processing in block <b>2200</b>. If not, Node Balancer <b>235</b> determines whether that which is being considered is a thread or a group [block <b>2225</b>]. If it is a thread, Node Balancer <b>235</b> proceeds to the logic of <figref idrefs="DRAWINGS">FIG. 23</figref>. If it is a group, the Home node for the group is changed in block <b>2230</b> before proceeding to utilize the logic of <figref idrefs="DRAWINGS">FIG. 23</figref> for each thread in the group.
Turning now to <figref idrefs="DRAWINGS">FIG. 23</figref>, Node Balancer <b>235</b> changes the Home Node for the thread at issue [block <b>2300</b>]. So long as the particular thread retains this particular Home Node, TDM <b>215</b> will try and dispatch it to execute on its new Home Node and TMM <b>217</b> will try to obtain storage for it on its new Home Node. Finally, in block <b>2305</b> Node Balancer <b>235</b> will reconstitute the important memory pages associated with the thread. In the preferred embodiment, this is accomplished by rendering pages on the old Home Node temporarily unavailable, copying those pages onto the new Home Node, and making those pages available on the new Home Node. Returning now to <figref idrefs="DRAWINGS">FIG. 22</figref>, each time a thread or group of threads is moved to a new Home Node, the cycles to move are reduced by the moved cycles [block <b>2240</b>]. Processing then continues in block <b>2200</b> until all of the threads have been considered. When all of the threads have been considered, processing block <b>2205</b> evaluates to Yes, causing Node Balancer <b>235</b> to re-initialize the OIN. Node Balancer <b>235</b> also creates a basis for the next observe interval by extracting the nodal cycle counts and storing them in the oldest save area [block <b>2210</b>]. These initializations have the effect of causing the next Observe Interval to begin completely anew so that at least six intervals are observed before further balancing is considered.
After performing the initializations, Node Balancer <b>235</b> returns to block <b>2035</b> of <figref idrefs="DRAWINGS">FIG. 20</figref> where it sets the state to Observe Balance before terminating processing in block <b>2040</b>.
At the outset of the Work Redistribution section of this patent document, we pointed out that the state was initially set to Observe Balance by the system administrator. This is necessary because as the user may recall Node Manager State <b>2902</b> is set to Current Weight during IPL (see block <b>605</b> of <figref idrefs="DRAWINGS">FIG. 6</figref>). <figref idrefs="DRAWINGS">FIGS. 24 and 25</figref> respectively show the interaction between the system and the system administrator to enable Home Node movement (i.e., rebalancing) and to disable Home Node movement. In the preferred embodiment, the system administrator interacts with computer system <b>100</b> through User Interface <b>150</b>. There the system administrator is able to enter a command that instructs Node Manager <b>220</b> to set itself to the Observe Balance state, and thereby enable Home Node movement. In block <b>2400</b> of <figref idrefs="DRAWINGS">FIG. 24</figref>, Node Manager <b>220</b> determines whether it is already in the Observe Balance or beyond state. If so, Node Manager <b>220</b> simply notifies the system administrator (through User Interface <b>150</b>) that Home Node movement is already enabled [block <b>2405</b>]. If Node Manger <b>220</b> is not in the Observe Balance state, Node Manager <b>220</b> initializes the OIN, as was described in the text associated with block <b>2210</b> of <figref idrefs="DRAWINGS">FIG. 22</figref>. Node Manager <b>220</b> then sets its state to Observe Balance in block <b>2415</b> before returning.
The system administrator is also able to enter a command that instructs Node Manager <b>220</b> to set itself to the Current Weight state, and thereby disable Home Node movement. In block <b>2500</b> of <figref idrefs="DRAWINGS">FIG. 25</figref>, Node Manager <b>220</b> determines whether it is already in the Current Weight state. If so, Node Manager <b>220</b> simply notifies the system administrator (through User Interface <b>150</b>) that Home Node movement is already disabled [block <b>2505</b>]. If Node Manger <b>220</b> is not in the Current Weight state, Node Manager <b>220</b> then sets its state to Current Weight in block <b>2510</b> before returning.
The embodiments and examples set forth herein were presented in order to best explain the present invention and its practical application and to thereby enable those skilled in the art to make and use the invention. However, those skilled in the art will recognize that the foregoing description and examples have been presented for the purposes of illustration and example only. The description as set forth is not intended to be exhaustive or to limit the invention to the precise form disclosed. Many modifications and variations are possible in light of the above teaching without departing from the spirit and scope of the following claims.
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Numbers
- Publication, DOCDB
- 7584476
- Publication, EPODOC
- US7584476
- Application
- 10793346
- Application, DOCDB
- 79334604
- Application, EPODOC
- US20040793346
Titles
- English
- Mechanism for reducing remote memory accesses to shared data in a multi-nodal computer system
Patent term adjustment
- A delay
- +1,286 daysthe office missed an examination deadline
- B delay
- +912 dayspendency past three years
- Overlap
- −617 daysdelays counted once
- Net adjustment
- 1,581 days
Classification
- CPC, 4
- G06F9/5033
- G06F9/4843
- G06F9/505
- G06F9/5066
- IPC, 4
- G06F9 46
- G06F9 48
- G06F9 50
- G06F15 16
- USPC, 2
- 718104000
- 718105000